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Abstract
Increasing potential for fast, cheap genomes may break open biology's bottleneck and broaden clinical uses.
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2
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Abstract
Oxford Nanopore Technologies' (ONT) long read sequencers offer access to longer DNA fragments than previous sequencer generations, at the cost of a higher error rate. While many papers have studied read correction methods, few have addressed the detailed characterization of observed errors, a task complicated by frequent changes in chemistry and software in ONT technology. The MinION sequencer is now more stable and this paper proposes an up-to-date view of its error landscape, using the most mature flowcell and basecaller. We studied Nanopore sequencing error biases on both bacterial and human DNA reads. We found that, although Nanopore sequencing is expected not to suffer from GC bias, it is a crucial parameter with respect to errors. In particular, low-GC reads have fewer errors than high-GC reads (about 6% and 8% respectively). The error profile for homopolymeric regions or regions with short repeats, the source of about half of all sequencing errors, also depends on the GC rate and mainly shows deletions, although there are some reads with long insertions. Another interesting finding is that the quality measure, although over-estimated, offers valuable information to predict the error rate as well as the abundance of reads. We supplemented this study with an analysis of a rapeseed RNA read set and shown a higher level of errors with a higher level of deletion in these data. Finally, we have implemented an open source pipeline for long-term monitoring of the error profile, which enables users to easily compute various analysis presented in this work, including for future developments of the sequencing device. Overall, we hope this work will provide a basis for the design of better error-correction methods.
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3
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Drees A, Fischer M. High-Throughput Selection and Characterisation of Aptamers on Optical Next-Generation Sequencers. Int J Mol Sci 2021; 22:9202. [PMID: 34502110 PMCID: PMC8431662 DOI: 10.3390/ijms22179202] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 08/19/2021] [Accepted: 08/20/2021] [Indexed: 02/07/2023] Open
Abstract
Aptamers feature a number of advantages, compared to antibodies. However, their application has been limited so far, mainly because of the complex selection process. 'High-throughput sequencing fluorescent ligand interaction profiling' (HiTS-FLIP) significantly increases the selection efficiency and is consequently a very powerful and versatile technology for the selection of high-performance aptamers. It is the first experiment to allow the direct and quantitative measurement of the affinity and specificity of millions of aptamers simultaneously by harnessing the potential of optical next-generation sequencing platforms to perform fluorescence-based binding assays on the clusters displayed on the flow cells and determining their sequence and position in regular high-throughput sequencing. Many variants of the experiment have been developed that allow automation and in situ conversion of DNA clusters into base-modified DNA, RNA, peptides, and even proteins. In addition, the information from mutational assays, performed with HiTS-FLIP, provides deep insights into the relationship between the sequence, structure, and function of aptamers. This enables a detailed understanding of the sequence-specific rules that determine affinity, and thus, supports the evolution of aptamers. Current variants of the HiTS-FLIP experiment and its application in the field of aptamer selection, characterisation, and optimisation are presented in this review.
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Affiliation(s)
- Alissa Drees
- Hamburg School of Food Science, Institute of Food Chemistry, University of Hamburg, Grindelallee 117, 20146 Hamburg, Germany;
| | - Markus Fischer
- Hamburg School of Food Science, Institute of Food Chemistry, University of Hamburg, Grindelallee 117, 20146 Hamburg, Germany;
- Center for Hybrid Nanostructures (CHyN), Department of Physics, University of Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
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4
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Stüder F, Petit JL, Engelen S, Mendoza-Parra MA. Real-time SARS-CoV-2 diagnostic and variants tracking over multiple candidates using nanopore DNA sequencing. Sci Rep 2021; 11:15869. [PMID: 34354202 PMCID: PMC8342707 DOI: 10.1038/s41598-021-95563-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 07/21/2021] [Indexed: 11/16/2022] Open
Abstract
Since December 2019, a novel coronavirus responsible for a severe acute respiratory syndrome (SARS-CoV-2) is accountable for a major pandemic situation. The emergence of the B.1.1.7 strain, as a highly transmissible variant has accelerated the world-wide interest in tracking SARS-CoV-2 variants' occurrence. Similarly, other extremely infectious variants, were described and further others are expected to be discovered due to the long period of time on which the pandemic situation is lasting. All described SARS-CoV-2 variants present several mutations within the gene encoding the Spike protein, involved in host receptor recognition and entry into the cell. Hence, instead of sequencing the whole viral genome for variants' tracking, herein we propose to focus on the SPIKE region to increase the number of candidate samples to screen at once; an essential aspect to accelerate diagnostics, but also variants' emergence/progression surveillance. This proof of concept study accomplishes both at once, population-scale diagnostics and variants' tracking. This strategy relies on (1) the use of the portable MinION DNA sequencer; (2) a DNA barcoding and a SPIKE gene-centered variant's tracking, increasing the number of candidates per assay; and (3) a real-time diagnostics and variant's tracking monitoring thanks to our software RETIVAD. This strategy represents an optimal solution for addressing the current needs on SARS-CoV-2 progression surveillance, notably due to its affordable implementation, allowing its implantation even in remote places over the world.
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Affiliation(s)
- François Stüder
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ of Évry, Paris-Saclay University, 91057, Evry, France
| | - Jean-Louis Petit
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ of Évry, Paris-Saclay University, 91057, Evry, France
| | - Stefan Engelen
- Genoscope, Institut de Biologie François-Jacob, Commissariat À L'Energie Atomique (CEA), Université Paris-Saclay, Evry, France
| | - Marco Antonio Mendoza-Parra
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ of Évry, Paris-Saclay University, 91057, Evry, France.
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Dorado G, Gálvez S, Rosales TE, Vásquez VF, Hernández P. Analyzing Modern Biomolecules: The Revolution of Nucleic-Acid Sequencing - Review. Biomolecules 2021; 11:1111. [PMID: 34439777 PMCID: PMC8393538 DOI: 10.3390/biom11081111] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/12/2021] [Accepted: 07/23/2021] [Indexed: 02/06/2023] Open
Abstract
Recent developments have revolutionized the study of biomolecules. Among them are molecular markers, amplification and sequencing of nucleic acids. The latter is classified into three generations. The first allows to sequence small DNA fragments. The second one increases throughput, reducing turnaround and pricing, and is therefore more convenient to sequence full genomes and transcriptomes. The third generation is currently pushing technology to its limits, being able to sequence single molecules, without previous amplification, which was previously impossible. Besides, this represents a new revolution, allowing researchers to directly sequence RNA without previous retrotranscription. These technologies are having a significant impact on different areas, such as medicine, agronomy, ecology and biotechnology. Additionally, the study of biomolecules is revealing interesting evolutionary information. That includes deciphering what makes us human, including phenomena like non-coding RNA expansion. All this is redefining the concept of gene and transcript. Basic analyses and applications are now facilitated with new genome editing tools, such as CRISPR. All these developments, in general, and nucleic-acid sequencing, in particular, are opening a new exciting era of biomolecule analyses and applications, including personalized medicine, and diagnosis and prevention of diseases for humans and other animals.
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Affiliation(s)
- Gabriel Dorado
- Dep. Bioquímica y Biología Molecular, Campus Rabanales C6-1-E17, Campus de Excelencia Internacional Agroalimentario (ceiA3), Universidad de Córdoba, 14071 Córdoba, Spain
| | - Sergio Gálvez
- Dep. Lenguajes y Ciencias de la Computación, Boulevard Louis Pasteur 35, Universidad de Málaga, 29071 Málaga, Spain;
| | - Teresa E. Rosales
- Laboratorio de Arqueobiología, Avda. Universitaria s/n, Universidad Nacional de Trujillo, 13011 Trujillo, Peru;
| | - Víctor F. Vásquez
- Centro de Investigaciones Arqueobiológicas y Paleoecológicas Andinas Arqueobios, Martínez de Companón 430-Bajo 100, Urbanización San Andres, 13088 Trujillo, Peru;
| | - Pilar Hernández
- Instituto de Agricultura Sostenible (IAS), Consejo Superior de Investigaciones Científicas (CSIC), Alameda del Obispo s/n, 14080 Córdoba, Spain;
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6
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Abstract
The NovaSeq 6000 is a sequencing platform from Illumina that enables the sequencing of short reads with an output up to 6 Tb. The NovaSeq 6000 uses the typical Illumina sequencing workflow based on library preparation, cluster generation by in situ amplification, and sequencing by synthesis. Flexibility is one of the major features of the NovaSeq 6000. Several types of sequencing kits coupled with dual flow cell mode enable high scalability of sequencing outputs to match a wide range of applications from complete genome sequencing to metagenomics analysis. In this chapter, after explaining how to assemble a normalized pool of libraries for sequencing, we will describe the experimental steps required to run the pools on the NovaSeq 6000 platform.
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Affiliation(s)
- Alessandra Modi
- Department of Biology, University of Firenze, Firenze, Italy
| | - Stefania Vai
- Department of Biology, University of Firenze, Firenze, Italy
| | - David Caramelli
- Department of Biology, University of Firenze, Firenze, Italy
| | - Martina Lari
- Department of Biology, University of Firenze, Firenze, Italy.
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7
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Abstract
The introduction of next generation sequencing (NGS; also known as massively parallel sequencing) technology in the field of forensic genetics has been welcomed by the scientific community, above all because it complements the weaknesses of capillary electrophoresis (CE) in the analysis of genetic markers, such as single nucleotide polymorphism (SNP) typing. However, one of the main obstacles to its adoption does not seem to be the cost of the instrumentation, but rather the cost of the NGS library preparation kits. With the aim of reducing the cost of library preparation without compromising the quality of the results, we tried to scale down reaction volumes for the first two polymerase chain reactions in the amplification and enrichment phases of the targeted loci of library preparation using the ForenSeq™ DNA Signature Prep kit. We used 1 µL templated DNA input to a concentration of 1 ng/µL, instead of the 5 µL at 0.2 ng/µL recommended by the manufacturer. Our findings indicate that reduction of the library preparation volume using the ForenSeq™ DNA Signature Prep kit did not interfere with the quality and reproducibility of the DNA profiles obtained and can help lower the overall cost of NGS.
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Affiliation(s)
- Stefania Turrina
- Department of Diagnostics and Public Health, Unit of Forensic Medicine - Forensic Genetics Laboratory, University of Verona, Italy
| | - Domenico De Leo
- Department of Diagnostics and Public Health, Unit of Forensic Medicine - Forensic Genetics Laboratory, University of Verona, Italy
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Jamsari J, Arif Setiawan M, Nova B, Syukriani L, Nur Aisyah S, Asben A. Development of Rapid and Less Hazardous Plant DNA Extraction Protocol using Potassium Phosphate Buffer. Pak J Biol Sci 2021; 24:1309-1315. [PMID: 34989207 DOI: 10.3923/pjbs.2021.1309.1315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
<b>Background and Objective:</b> Protocols commonly used in plant DNA extraction were known to be highly time-consuming and harmful due to the application of some hazardous reagents. Therefore, it was not applicable for such laboratories with limited resources as well as for high-throughput analysis. This study was aimed to develop a rapid yet less hazardous DNA extraction protocol for a plant using potassium phosphate buffer. <b>Materials and Methods:</b> Genomic DNA of chili pepper (<i>Capsicum annuum</i>) was extracted using potassium phosphate buffer and its efficacy was compared to three widely known protocols (CTAB-based, mini preparation and commercial kit). The extracted DNA from those four methods was evaluated based on its quality, quantity, practicality and cost per reaction. <b>Results:</b> Genomic DNA resulted from potassium phosphate buffer-based protocol exhibited comparable quality with adequate concentration for further downstream analysis. Results of PCR and sequencing were also emphasized the amplifiable DNA quality from this developed protocol. Compared to those commonly used protocols, potassium phosphate buffer consisted of 5 main working steps only, thus providing a simple yet rapid plant DNA extraction protocol. Since this protocol used ethanol only, it also offered a less hazardous and low-cost protocol that applicable for those resource-limited laboratories. <b>Conclusion:</b> This developed protocol provided a promising alternative of plant DNA extraction that might be applicable for both large scale analysis and any laboratory type. Further investigation was needed to evaluate its efficacy in extracting genomic DNA from various plants with different morphological characteristic.
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Gigante CM, Yale G, Condori RE, Costa NC, Long NV, Minh PQ, Chuong VD, Tho ND, Thanh NT, Thin NX, Hanh NTH, Wambura G, Ade F, Mito O, Chuchu V, Muturi M, Mwatondo A, Hampson K, Thumbi SM, Thomae BG, de Paz VH, Meneses S, Munyua P, Moran D, Cadena L, Gibson A, Wallace RM, Pieracci EG, Li Y. Portable Rabies Virus Sequencing in Canine Rabies Endemic Countries Using the Oxford Nanopore MinION. Viruses 2020; 12:v12111255. [PMID: 33158200 PMCID: PMC7694271 DOI: 10.3390/v12111255] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/21/2020] [Accepted: 10/26/2020] [Indexed: 12/18/2022] Open
Abstract
As countries with endemic canine rabies progress towards elimination by 2030, it will become necessary to employ techniques to help plan, monitor, and confirm canine rabies elimination. Sequencing can provide critical information to inform control and vaccination strategies by identifying genetically distinct virus variants that may have different host reservoir species or geographic distributions. However, many rabies testing laboratories lack the resources or expertise for sequencing, especially in remote or rural areas where human rabies deaths are highest. We developed a low-cost, high throughput rabies virus sequencing method using the Oxford Nanopore MinION portable sequencer. A total of 259 sequences were generated from diverse rabies virus isolates in public health laboratories lacking rabies virus sequencing capacity in Guatemala, India, Kenya, and Vietnam. Phylogenetic analysis provided valuable insight into rabies virus diversity and distribution in these countries and identified a new rabies virus lineage in Kenya, the first published canine rabies virus sequence from Guatemala, evidence of rabies spread across an international border in Vietnam, and importation of a rabid dog into a state working to become rabies-free in India. Taken together, our evaluation highlights the MinION's potential for low-cost, high volume sequencing of pathogens in locations with limited resources.
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Affiliation(s)
- Crystal M. Gigante
- Poxvirus and Rabies Branch, Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA; (C.M.G.); (R.E.C.); (R.M.W.); (E.G.P.)
| | - Gowri Yale
- Mission Rabies, Tonca, Panjim, Goa 403001, India;
| | - Rene Edgar Condori
- Poxvirus and Rabies Branch, Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA; (C.M.G.); (R.E.C.); (R.M.W.); (E.G.P.)
| | - Niceta Cunha Costa
- Disease Investigation Unit, Directorate of Animal Health and Veterinary Services, Patto, Panjim, Goa 403001, India;
| | - Nguyen Van Long
- Vietnam Department of Animal Health, Hanoi 100000, Vietnam; (N.V.L.); (P.Q.M.); (V.D.C.)
| | - Phan Quang Minh
- Vietnam Department of Animal Health, Hanoi 100000, Vietnam; (N.V.L.); (P.Q.M.); (V.D.C.)
| | - Vo Dinh Chuong
- Vietnam Department of Animal Health, Hanoi 100000, Vietnam; (N.V.L.); (P.Q.M.); (V.D.C.)
| | - Nguyen Dang Tho
- National Center for Veterinary Diseases, Hanoi 100000, Vietnam;
| | - Nguyen Tat Thanh
- Sub-Department of Animal Health, Phú Thọ Province 35000, Vietnam; (N.T.T.); (N.X.T.); (N.T.H.H.)
| | - Nguyen Xuan Thin
- Sub-Department of Animal Health, Phú Thọ Province 35000, Vietnam; (N.T.T.); (N.X.T.); (N.T.H.H.)
| | - Nguyen Thi Hong Hanh
- Sub-Department of Animal Health, Phú Thọ Province 35000, Vietnam; (N.T.T.); (N.X.T.); (N.T.H.H.)
| | - Gati Wambura
- Center for Global Health Research, Kenya Medical Research Institute, Nairobi 00100, Kenya; (G.W.); (F.A.); (O.M.); (V.C.); (S.M.T.)
| | - Frederick Ade
- Center for Global Health Research, Kenya Medical Research Institute, Nairobi 00100, Kenya; (G.W.); (F.A.); (O.M.); (V.C.); (S.M.T.)
| | - Oscar Mito
- Center for Global Health Research, Kenya Medical Research Institute, Nairobi 00100, Kenya; (G.W.); (F.A.); (O.M.); (V.C.); (S.M.T.)
| | - Veronicah Chuchu
- Center for Global Health Research, Kenya Medical Research Institute, Nairobi 00100, Kenya; (G.W.); (F.A.); (O.M.); (V.C.); (S.M.T.)
- Department of Public Health, Pharmacology and Toxicology, University of Nairobi, Nairobi 00100, Kenya
| | - Mathew Muturi
- Zoonotic Disease Unit, Ministry of Health, Ministry of Agriculture, Livestock and Fisheries, Nairobi 00100, Kenya; (M.M.); (A.M.)
| | - Athman Mwatondo
- Zoonotic Disease Unit, Ministry of Health, Ministry of Agriculture, Livestock and Fisheries, Nairobi 00100, Kenya; (M.M.); (A.M.)
| | - Katie Hampson
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow G12 8QQ, UK;
| | - Samuel M. Thumbi
- Center for Global Health Research, Kenya Medical Research Institute, Nairobi 00100, Kenya; (G.W.); (F.A.); (O.M.); (V.C.); (S.M.T.)
- University of Nairobi Institute of Tropical and Infectious Diseases, Nairobi 00100, Kenya
- Paul G. Allen School for Global Animal Health, Washington State University, Pullman, WA 99164, USA
| | - Byron G. Thomae
- Ministry of Agriculture Livestock and Food, Guatemala City 01013, Guatemala;
| | - Victor Hugo de Paz
- National Health Laboratory, MSPAS, Villa Nueva 01064, Guatemala; (V.H.d.P.); (S.M.)
| | - Sergio Meneses
- National Health Laboratory, MSPAS, Villa Nueva 01064, Guatemala; (V.H.d.P.); (S.M.)
| | - Peninah Munyua
- Division of Global Health Protection, Centers for Disease Control, Nairobi 00100, Kenya;
| | - David Moran
- University del Valle de Guatemala, Guatemala City 01015, Guatemala;
| | - Loren Cadena
- Division of Global Health Protection, Centers for Disease Control, Guatemala City 01001, Guatemala;
| | - Andrew Gibson
- The Roslin Institute and The Royal (Dick) School of Veterinary Studies, Division of Genetics and Genomics, The University of Edinburgh, Easter Bush Veterinary Centre, Roslin, Midlothian EH25 9RG, UK;
| | - Ryan M. Wallace
- Poxvirus and Rabies Branch, Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA; (C.M.G.); (R.E.C.); (R.M.W.); (E.G.P.)
| | - Emily G. Pieracci
- Poxvirus and Rabies Branch, Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA; (C.M.G.); (R.E.C.); (R.M.W.); (E.G.P.)
| | - Yu Li
- Poxvirus and Rabies Branch, Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA; (C.M.G.); (R.E.C.); (R.M.W.); (E.G.P.)
- Correspondence:
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10
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Ireland WT, Beeler SM, Flores-Bautista E, McCarty NS, Röschinger T, Belliveau NM, Sweredoski MJ, Moradian A, Kinney JB, Phillips R. Deciphering the regulatory genome of Escherichia coli, one hundred promoters at a time. eLife 2020; 9:e55308. [PMID: 32955440 PMCID: PMC7567609 DOI: 10.7554/elife.55308] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 09/18/2020] [Indexed: 01/28/2023] Open
Abstract
Advances in DNA sequencing have revolutionized our ability to read genomes. However, even in the most well-studied of organisms, the bacterium Escherichia coli, for ≈65% of promoters we remain ignorant of their regulation. Until we crack this regulatory Rosetta Stone, efforts to read and write genomes will remain haphazard. We introduce a new method, Reg-Seq, that links massively parallel reporter assays with mass spectrometry to produce a base pair resolution dissection of more than a E. coli promoters in 12 growth conditions. We demonstrate that the method recapitulates known regulatory information. Then, we examine regulatory architectures for more than 80 promoters which previously had no known regulatory information. In many cases, we also identify which transcription factors mediate their regulation. This method clears a path for highly multiplexed investigations of the regulatory genome of model organisms, with the potential of moving to an array of microbes of ecological and medical relevance.
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Affiliation(s)
- William T Ireland
- Department of Physics, California Institute of TechnologyPasadenaUnited States
| | - Suzannah M Beeler
- Division of Biology and Biological Engineering, California Institute of TechnologyPasadenaUnited States
| | - Emanuel Flores-Bautista
- Division of Biology and Biological Engineering, California Institute of TechnologyPasadenaUnited States
| | - Nicholas S McCarty
- Division of Biology and Biological Engineering, California Institute of TechnologyPasadenaUnited States
| | - Tom Röschinger
- Division of Chemistry and Chemical Engineering, California Institute of TechnologyPasadenaUnited States
| | - Nathan M Belliveau
- Division of Biology and Biological Engineering, California Institute of TechnologyPasadenaUnited States
| | - Michael J Sweredoski
- Proteome Exploration Laboratory, Division of Biology and Biological Engineering, Beckman Institute, California Institute of TechnologyPasadenaUnited States
| | - Annie Moradian
- Proteome Exploration Laboratory, Division of Biology and Biological Engineering, Beckman Institute, California Institute of TechnologyPasadenaUnited States
| | - Justin B Kinney
- Simons Center for Quantitative Biology, Cold Spring Harbor LaboratoryCold Spring HarborUnited States
| | - Rob Phillips
- Department of Physics, California Institute of TechnologyPasadenaUnited States
- Division of Biology and Biological Engineering, California Institute of TechnologyPasadenaUnited States
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11
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Maier FC, Fyta M. Functionalized Nanogap for DNA Read-Out: Nucleotide Rotation and Current-Voltage Curves. Chemphyschem 2020; 21:2068-2074. [PMID: 32721095 PMCID: PMC7540481 DOI: 10.1002/cphc.202000391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 07/27/2020] [Indexed: 11/23/2022]
Abstract
Functionalized nanogaps embedded in nanopores show a strong potential for enhancing the detection of biomolecules, their length, type, and sequence. This detection is strongly dependent on the features of the target biomolecules, as well as the characteristics of the sensing device. In this work, through quantum-mechanical calculations, we elaborate on representative such aspects for the specific case of DNA detection and read-out. These aspects include the influence of single DNA nucleotide rotation within the nanogap and the current-voltage (I-V) characteristics of the nanogap. The results unveil a distinct variation in the electronic current across the functionalized device for the four natural DNA nucleotides with the applied voltage. These also underline the asymmetric response of the rotating nucleotides on this applied voltage and the respective variation in the rectification ratio of the device. The electronic tunneling current across the nanogap can be further enhanced through the proper choice of an applied bias voltage. We were able to correlate the enhancement of this current to the nucleotide rotation dynamics and a shift of the electronic transmission peaks towards the Fermi level. This nucleotide specific shift further reveals the sensitivity of the device in reading-out the identity of the DNA nucleotides for all different configurations in the nanogap. We underline the important information that can be obtained from both the I-V curves and the rectification characteristics of the nanogap device in view of accurately reading-out the DNA information. We show that tuning the applied bias can enhance this detection and discuss the implications in view of novel functionalized nanopore sequencers.
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Affiliation(s)
- Frank C Maier
- Institute for Computational Physics, Universität Stuttgart, Allmandring 3, 70569, Stuttgart, Germany
| | - Maria Fyta
- Institute for Computational Physics, Universität Stuttgart, Allmandring 3, 70569, Stuttgart, Germany
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12
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Miao X, Shen Y, Gong X, Yu H, Li B, Chang L, Wang Y, Fan J, Liang Z, Tan B, Li S, Zhang B. A novel forensic panel of 186-plex SNPs and 123-plex STR loci based on massively parallel sequencing. Int J Legal Med 2020; 135:709-718. [PMID: 32851473 DOI: 10.1007/s00414-020-02403-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 08/21/2020] [Indexed: 01/23/2023]
Abstract
The MiSeq® FGX Forensic system and the HID-Ion AmpliSeq Panel were previously developed for massively parallel sequencing (MPS) for forensic casework. Among the three major sequencing platforms, BGISEQ-500TM, which is based on multiple PCRs, is still lacking in forensics. Here, a novel forensic panel was constructed to detect 186 single-nucleotide polymorphisms (SNPs) and 123 short tandem repeats (STRs) with MPS technology on the BGISEQ-500™ platform. First, the library preparation, sequencing process, and data analysis were performed, focusing on the average depth of coverage and heterozygote balance. We calculated the allelic frequencies and forensic parameters of STR and SNP loci in 73 unrelated Chinese Han individuals. In addition, performance was evaluated with accuracy, uniformity, sensitivity, PCR inhibitor, repeatability and reproducibility, mixtures, degraded samples, case-type samples, and pedigree analyses. The results showed that 100% accurate and concordant genotypes can be obtained, and the loci with an abundance in the interquartile range accounted for 92.90% of the total, suggesting reliable uniformity in this panel. We obtained a locus detection rate that was higher than 98.78% from 78 pg of input DNA, and the optimal amount was 1.25-10 ng. The maximum concentrations of hematin and humic acid were 200 and 100 μM, respectively (the ratios of detected loci were 96.52% and 92.41%), in this panel. As a mixture, compared with those of SNPs, minor-contributor alleles of STRs could be detected at higher levels. For the degraded sample, the ratio of detected loci was 98.41%, and most profiles from case-type samples were not significantly different in abundance in our studies. As a whole, this panel showed high-performance, reliable, robust, repeatable, and reproducible results, which are sufficient for paternity testing, individual identification, and use for potentially degraded samples in forensic science.
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Affiliation(s)
- Xinyao Miao
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Yuesheng Shen
- School of Life Science, Northwest A&F University, Yangling, People's Republic of China
| | - Xiaojuan Gong
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
- School of Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Huiyun Yu
- School of Life Science, Northwest A&F University, Yangling, People's Republic of China
| | - Bowen Li
- School of Life Science, Sichuan University, Chengdu, People's Republic of China
| | - Liao Chang
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Yinan Wang
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Jingna Fan
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Zuhuan Liang
- Forensic Genomics International, The Beijing Genomics Institute (BGI), Shenzhen, People's Republic of China
| | - Bowen Tan
- School of Computer Science, City University of Hong Kong, Hong Kong, People's Republic of China
| | - Shengbin Li
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China
| | - Bao Zhang
- College of Forensic Medicine, Health Science Center, Xi'an Jiaotong University, Xi'an, People's Republic of China.
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13
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Majidian S, Kahaei MH, de Ridder D. Minimum error correction-based haplotype assembly: Considerations for long read data. PLoS One 2020; 15:e0234470. [PMID: 32530974 PMCID: PMC7292361 DOI: 10.1371/journal.pone.0234470] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 05/27/2020] [Indexed: 11/23/2022] Open
Abstract
The single nucleotide polymorphism (SNP) is the most widely studied type of genetic variation. A haplotype is defined as the sequence of alleles at SNP sites on each haploid chromosome. Haplotype information is essential in unravelling the genome-phenotype association. Haplotype assembly is a well-known approach for reconstructing haplotypes, exploiting reads generated by DNA sequencing devices. The Minimum Error Correction (MEC) metric is often used for reconstruction of haplotypes from reads. However, problems with the MEC metric have been reported. Here, we investigate the MEC approach to demonstrate that it may result in incorrectly reconstructed haplotypes for devices that produce error-prone long reads. Specifically, we evaluate this approach for devices developed by Illumina, Pacific BioSciences and Oxford Nanopore Technologies. We show that imprecise haplotypes may be reconstructed with a lower MEC than that of the exact haplotype. The performance of MEC is explored for different coverage levels and error rates of data. Our simulation results reveal that in order to avoid incorrect MEC-based haplotypes, a coverage of 25 is needed for reads generated by Pacific BioSciences RS systems.
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Affiliation(s)
- Sina Majidian
- School of Electrical Engineering, Iran University of Science & Technology, Narmak, Tehran, Iran
| | - Mohammad Hossein Kahaei
- School of Electrical Engineering, Iran University of Science & Technology, Narmak, Tehran, Iran
- * E-mail:
| | - Dick de Ridder
- Bioinformatics Group, Wageningen University, Wageningen, The Netherlands
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14
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Abstract
DNA measurement machines are undergoing an orders-of-magnitude size and power reduction. As a result, the analysis of genetic molecules is increasingly appropriate for mobile platforms. However, sequencing these measurements (converting to the molecule's A-C-G-T text equivalent) requires intense computing resources, a problem for potential realizations as mobile devices. This paper proposes a step towards addressing this issue, the design and implementation of a low-power real-time FPGA hardware accelerator for the basecalling task of nanopore-based DNA measurements. Key basecalling computations are identified and ported to a custom FPGA which operates in tandem with a CPU across a high-speed serial link and a simple API. A measured speed-up over CPU-only basecalling in excess of 100X is realized with an energy efficiency improvement of three orders of magnitude.
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15
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Abstract
Infectious disease is still a major threat in the world today. Five decades ago, it was considered soon to be eradicated, but the adaptation of pathogens to environmental pressure, such as antimicrobials, encouraged the emergence and reemergence of infectious disease. The fight with infectious disease starts with prevention, diagnosis, and treatment. Diagnosis can be upheld by observing the cause of disease under the microscope or detecting the presence of nucleic acid and proteins of the pathogens. The molecular techniques span from classical polymerase chain reaction (PCR) to sequencing the nucleic acid composition. Here, we are reviewing the works have been undertaken to utilize a portable sequencer, MinION, in various aspects of infectious disease management.
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16
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Liu Y, Constandinou TG, Georgiou P. Ultrafast Large-Scale Chemical Sensing With CMOS ISFETs: A Level-Crossing Time-Domain Approach. IEEE Trans Biomed Circuits Syst 2019; 13:1201-1213. [PMID: 31613781 DOI: 10.1109/tbcas.2019.2947167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The introduction of large-scale chemical sensing systems in CMOS which integrate millions of ISFET sensors have allowed applications such as DNA sequencing and fine-pixel chemical imaging systems to be realised. Using CMOS ISFETs provides advantages of digitisation directly at the sensor as well as correcting for non-linearity in its response. However, for this to be beneficial and scale, the readout circuits need to have the minimum possible footprint and power consumption. Within this context, this paper analyses an ISFET based pH-to-time readout using an inverter in the time-domain as a level-crossing detector and presents a 32 × 32 array with in-pixel digitisation for pH sensing. The inverter-based sensing pixel, controlled by a triangular waveform, converts the pH response into a time-domain signal whilst also compensating for sensor offset and thus resulting in an increase in dynamic range. The sensor pixels interface to a 15-bit asynchronous column-wise time-to-digital converter (TDC), enabling fast asynchronous conversion whilst using minimal silicon area. Parallel outputs of 32 TDC interfaces are serialised to achieve fast data throughput. This system is implemented in a standard 0.18 μm CMOS technology, with a pixel size of 26 μm × 26 μm and a TDC area of 26 μm × 180 μm. Additionally, we investigate the use of additional offset compensation by having half of the array implemented with the floating gate tied down via a well diode. Measured results demonstrate the system is able to sense reliably with an average pH sensitivity of 30 mV/pH, whilst being able to compensate for sensor offset by up to ±7 V. A resolution of 0.013 pH is achieved and noise measurements show an integrated noise of 0.08 pH within 2-500 Hz and SFDR of 42.6 dB. The total power consumption of the system is measured to be 11.286 mW when operating at a high frame rate of 1 KFPS.
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17
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Garoli D, Yamazaki H, Maccaferri N, Wanunu M. Plasmonic Nanopores for Single-Molecule Detection and Manipulation: Toward Sequencing Applications. Nano Lett 2019; 19:7553-7562. [PMID: 31587559 DOI: 10.1021/acs.nanolett.9b02759] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Solid-state nanopore-based sensors are promising platforms for next-generation sequencing technologies, featuring label-free single-molecule sensitivity, rapid detection, and low-cost manufacturing. In recent years, solid-state nanopores have been explored due to their miscellaneous fabrication methods and their use in a wide range of sensing applications. Here, we highlight a novel family of solid-state nanopores which have recently appeared, namely plasmonic nanopores. The use of plasmonic nanopores to engineer electromagnetic fields around a nanopore sensor allows for enhanced optical spectroscopies, local control over temperature, thermophoresis of molecules and ions to/from the sensor, and trapping of entities. This Mini Review offers a comprehensive understanding of the current state-of-the-art plasmonic nanopores for single-molecule detection and biomolecular sequencing applications and discusses the latest advances and future perspectives on plasmonic nanopore-based technologies.
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Affiliation(s)
- Denis Garoli
- Istituto Italiano di Tecnologia , via Morego 30 , I-16163 , Genova , Italy
| | - Hirohito Yamazaki
- Department of Physics , Northeastern University , 360 Huntington Avenue , Boston , Massachusetts 02115 , United States
| | - Nicolò Maccaferri
- Physics and Materials Science Research Unit , University of Luxembourg , 162a avenue de la Faïencerie , L-1511 Luxembourg , Luxembourg
| | - Meni Wanunu
- Department of Physics , Northeastern University , 360 Huntington Avenue , Boston , Massachusetts 02115 , United States
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18
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Yucesan E, Ozten N. Pharmacogenetics: Role of Single Nucleotide Polymorphisms. Methods Mol Biol 2019; 2054:137-145. [PMID: 31482453 DOI: 10.1007/978-1-4939-9769-5_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Genome sequencing methods have basically similar algorithms, although they show a few differences between the platforms. The human genome contains approximately three billion base pairs, and this amount is huge and therefore impossible to sequence at one step. However, this amount is not a problem for developed technology. Researchers break DNA into small random pieces and then sequence and reassemble. Library preparation, sequencing, bioinformatic approaches and reporting. High-quality library preparation is critical and the most important part of the next-generation sequencing workflow. Successful sequencing directly requires high-quality libraries. Sequencing is second step and all high-throughput sequencing approaches are generally based on conventional Sanger sequencing. After preparation of library and sequencing, later steps are completely computer-based (in silico) approaches called as bioinformatics.
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Affiliation(s)
- Emrah Yucesan
- Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Istanbul, Turkey
| | - Nur Ozten
- Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Istanbul, Turkey.
- Department of Pharmaceutical Toxicology, Faculty of Pharmacy, Bezmialem Vakif University, Istanbul, Turkey.
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19
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Boykin LM, Sseruwagi P, Alicai T, Ateka E, Mohammed IU, Stanton JAL, Kayuki C, Mark D, Fute T, Erasto J, Bachwenkizi H, Muga B, Mumo N, Mwangi J, Abidrabo P, Okao-Okuja G, Omuut G, Akol J, Apio HB, Osingada F, Kehoe MA, Eccles D, Savill A, Lamb S, Kinene T, Rawle CB, Muralidhar A, Mayall K, Tairo F, Ndunguru J. Tree Lab: Portable genomics for Early Detection of Plant Viruses and Pests in Sub-Saharan Africa. Genes (Basel) 2019; 10:genes10090632. [PMID: 31438604 PMCID: PMC6769854 DOI: 10.3390/genes10090632] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 08/16/2019] [Accepted: 08/19/2019] [Indexed: 02/01/2023] Open
Abstract
In this case study we successfully teamed the PDQeX DNA purification technology developed by MicroGEM, New Zealand, with the MinION and MinIT mobile sequencing devices developed by Oxford Nanopore Technologies to produce an effective point-of-need field diagnostic system. The PDQeX extracts DNA using a cocktail of thermophilic proteinases and cell wall-degrading enzymes, thermo-responsive extractor cartridges and a temperature control unit. This closed system delivers purified DNA with no cross-contamination. The MinIT is a newly released data processing unit that converts MinION raw signal output into nucleotide base called data locally in real-time, removing the need for high-specification computers and large file transfers from the field. All three devices are battery powered with an exceptionally small footprint that facilitates transport and setup. To evaluate and validate capability of the system for unbiased pathogen identification by real-time sequencing in a farmer’s field setting, we analysed samples collected from cassava plants grown by subsistence farmers in three sub-Sahara African countries (Tanzania, Uganda and Kenya). A range of viral pathogens, all with similar symptoms, greatly reduce yield or destroy cassava crops. Eight hundred (800) million people worldwide depend on cassava for food and yearly income, and viral diseases are a significant constraint to its production. Early pathogen detection at a molecular level has great potential to rescue crops within a single growing season by providing results that inform decisions on disease management, use of appropriate virus-resistant or replacement planting. This case study presented conditions of working in-field with limited or no access to mains power, laboratory infrastructure, Internet connectivity and highly variable ambient temperature. An additional challenge is that, generally, plant material contains inhibitors of downstream molecular processes making effective DNA purification critical. We successfully undertook real-time on-farm genome sequencing of samples collected from cassava plants on three farms, one in each country. Cassava mosaic begomoviruses were detected by sequencing leaf, stem, tuber and insect samples. The entire process, from arrival on farm to diagnosis, including sample collection, processing and provisional sequencing results was complete in under 3 h. The need for accurate, rapid and on-site diagnosis grows as globalized human activity accelerates. This technical breakthrough has applications that are relevant to human and animal health, environmental management and conservation.
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Affiliation(s)
- Laura M Boykin
- School of Molecular Sciences and Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley, Perth, WA 6009, Australia.
| | - Peter Sseruwagi
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Titus Alicai
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Elijah Ateka
- Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi P.O. Box 62000-00200, Kenya
| | - Ibrahim Umar Mohammed
- Department of Crop Science, Faculty of Agriculture, Kebbi State University of Science and Technology, Aliero P.O. Box 1144, Nigeria
| | - Jo-Ann L Stanton
- Department of Anatomy, University of Otago, P.O. Box 56, Dunedin 9054, New Zealand
| | - Charles Kayuki
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Deogratius Mark
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Tarcisius Fute
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Joel Erasto
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Hilda Bachwenkizi
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Brenda Muga
- Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi P.O. Box 62000-00200, Kenya
| | - Naomi Mumo
- Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi P.O. Box 62000-00200, Kenya
| | - Jenniffer Mwangi
- Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi P.O. Box 62000-00200, Kenya
| | - Phillip Abidrabo
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Geoffrey Okao-Okuja
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Geresemu Omuut
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Jacinta Akol
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Hellen B Apio
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Francis Osingada
- National Crops Resources Research Institute (NaCRRI), Kampala P.O. Box 7084, Uganda
| | - Monica A Kehoe
- Department of Primary Industries and Regional Development Diagnostic Laboratory Services, Plant Pathology, South Perth, WA 6151, Australia
| | - David Eccles
- Malaghan Institute of Medical Research, P.O. Box 7060, Newtown, Wellington 6242, New Zealand
| | - Anders Savill
- School of Molecular Sciences and Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley, Perth, WA 6009, Australia
| | - Stephen Lamb
- School of Molecular Sciences and Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley, Perth, WA 6009, Australia
| | - Tonny Kinene
- School of Molecular Sciences and Australian Research Council Centre of Excellence in Plant Energy Biology, University of Western Australia, Crawley, Perth, WA 6009, Australia
| | - Christopher B Rawle
- Department of Anatomy, University of Otago, P.O. Box 56, Dunedin 9054, New Zealand
| | | | - Kirsty Mayall
- MicroGEM Ltd., 9 Melody Ln, Ruakura, Hamilton 3216, New Zealand
| | - Fred Tairo
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
| | - Joseph Ndunguru
- Mikocheni Agricultural Research Institute (MARI), Dar es Salaam P.O. Box 6226, Tanzania
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20
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Lopez R, Chen YJ, Dumas Ang S, Yekhanin S, Makarychev K, Racz MZ, Seelig G, Strauss K, Ceze L. DNA assembly for nanopore data storage readout. Nat Commun 2019; 10:2933. [PMID: 31270330 PMCID: PMC6610119 DOI: 10.1038/s41467-019-10978-4] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 06/06/2019] [Indexed: 11/23/2022] Open
Abstract
Synthetic DNA is becoming an attractive substrate for digital data storage due to its density, durability, and relevance in biological research. A major challenge in making DNA data storage a reality is that reading DNA back into data using sequencing by synthesis remains a laborious, slow and expensive process. Here, we demonstrate successful decoding of 1.67 megabytes of information stored in short fragments of synthetic DNA using a portable nanopore sequencing platform. We design and validate an assembly strategy for DNA storage that drastically increases the throughput of nanopore sequencing. Importantly, this assembly strategy is generalizable to any application that requires nanopore sequencing of small DNA amplicons.
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Affiliation(s)
- Randolph Lopez
- Department of Bioengineering, University of Washington, Seattle, WA, 98105, USA
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA, 98195, USA
| | | | | | | | | | | | - Georg Seelig
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA, 98195, USA
- Department of Electrical & Computer Engineering, University of Washington, Seattle, WA, 98195, USA
- Paul G. Allen School for Computer Science & Engineering, University of Washington, Seattle, WA, 98195, USA
| | | | - Luis Ceze
- Paul G. Allen School for Computer Science & Engineering, University of Washington, Seattle, WA, 98195, USA.
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21
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De Coster W, De Rijk P, De Roeck A, De Pooter T, D'Hert S, Strazisar M, Sleegers K, Van Broeckhoven C. Structural variants identified by Oxford Nanopore PromethION sequencing of the human genome. Genome Res 2019; 29:1178-1187. [PMID: 31186302 PMCID: PMC6633254 DOI: 10.1101/gr.244939.118] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 06/06/2019] [Indexed: 01/17/2023]
Abstract
We sequenced the genome of the Yoruban reference individual NA19240 on the long-read sequencing platform Oxford Nanopore PromethION for evaluation and benchmarking of recently published aligners and germline structural variant calling tools, as well as a comparison with the performance of structural variant calling from short-read sequencing data. The structural variant caller Sniffles after NGMLR or minimap2 alignment provides the most accurate results, but additional confidence or sensitivity can be obtained by a combination of multiple variant callers. Sensitive and fast results can be obtained by minimap2 for alignment and a combination of Sniffles and SVIM for variant identification. We describe a scalable workflow for identification, annotation, and characterization of tens of thousands of structural variants from long-read genome sequencing of an individual or population. By discussing the results of this well-characterized reference individual, we provide an approximation of what can be expected in future long-read sequencing studies aiming for structural variant identification.
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Affiliation(s)
- Wouter De Coster
- Neurodegenerative Brain Diseases Group, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Peter De Rijk
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
- Neuromics Support Facility, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
| | - Arne De Roeck
- Neurodegenerative Brain Diseases Group, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Tim De Pooter
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
- Neuromics Support Facility, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
| | - Svenn D'Hert
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
- Neuromics Support Facility, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
| | - Mojca Strazisar
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
- Neuromics Support Facility, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
| | - Kristel Sleegers
- Neurodegenerative Brain Diseases Group, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Christine Van Broeckhoven
- Neurodegenerative Brain Diseases Group, Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
- Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
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22
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Colman RE, Mace A, Seifert M, Hetzel J, Mshaiel H, Suresh A, Lemmer D, Engelthaler DM, Catanzaro DG, Young AG, Denkinger CM, Rodwell TC. Whole-genome and targeted sequencing of drug-resistant Mycobacterium tuberculosis on the iSeq100 and MiSeq: A performance, ease-of-use, and cost evaluation. PLoS Med 2019; 16:e1002794. [PMID: 31039166 PMCID: PMC6490892 DOI: 10.1371/journal.pmed.1002794] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 03/28/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Accurate, comprehensive, and timely detection of drug-resistant tuberculosis (TB) is essential to inform patient treatment and enable public health surveillance. This is crucial for effective control of TB globally. Whole-genome sequencing (WGS) and targeted next-generation sequencing (NGS) approaches have potential as rapid in vitro diagnostics (IVDs), but the complexity of workflows, interpretation of results, high costs, and vulnerability of instrumentation have been barriers to broad uptake outside of reference laboratories, especially in low- and middle-income countries. A new, solid-state, tabletop sequencing instrument, Illumina iSeq100, has the potential to decentralize NGS for individual patient care. METHODS AND FINDINGS In this study, we evaluated WGS and targeted NGS for TB on both the new iSeq100 and the widely used MiSeq (both manufactured by Illumina) and compared sequencing performance, costs, and usability. We utilized DNA libraries produced from Mycobacterium tuberculosis clinical isolates for the evaluation. We conducted WGS on three strains and observed equivalent uniform genome coverage with both platforms and found the depth of coverage obtained was consistent with the expected data output. Utilizing the standardized, cloud-based ReSeqTB bioinformatics pipeline for variant analysis, we found the two platforms to have 94.0% (CI 93.1%-94.8%) agreement, in comparison to 97.6% (CI 97%-98.1%) agreement for the same libraries on two MiSeq instruments. For the targeted NGS approach, 46 M. tuberculosis-specific amplicon libraries had 99.6% (CI 98.0%-99.9%) agreement between the iSeq100 and MiSeq data sets in drug resistance-associated SNPs. The upfront capital costs are almost 5-fold lower for the iSeq100 ($19,900 USD) platform in comparison to the MiSeq ($99,000 USD); however, because of difference in the batching capabilities, the price per sample for WGS was higher on the iSeq100. For WGS of M. tuberculosis at the minimum depth of coverage of 30x, the cost per sample on the iSeq100 was $69.44 USD versus $28.21 USD on the MiSeq, assuming a 2 × 150 bp run on a v3 kit. In terms of ease of use, the sequencing workflow of iSeq100 has been optimized to only require 27 minutes total of hands-on time pre- and post-run, and the maintenance is simplified by a single-use cartridge-based fluidic system. As these are the first sequencing attempts on the iSeq100 for M. tuberculosis, the sequencing pool loading concentration still needs optimization, which will affect sequencing error and depth of coverage. Additionally, the costs are based on current equipment and reagent costs, which are subject to change. CONCLUSIONS The iSeq100 instrument is capable of running existing TB WGS and targeted NGS library preparations with comparable accuracy to the MiSeq. The iSeq100 has reduced sequencing workflow hands-on time and is able to deliver sequencing results in <24 hours. Reduced capital and maintenance costs and lower-throughput capabilities also give the iSeq100 an advantage over MiSeq in settings of individualized care but not in high-throughput settings such as reference laboratories, where sample batching can be optimized to minimize cost at the expense of workflow complexity and time.
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Affiliation(s)
- Rebecca E. Colman
- Foundation for Innovative New Diagnostics, Campus Biotech, Geneva, Switzerland
- Department of Medicine, University of California, San Diego, San Diego, California, United States of America
- * E-mail:
| | - Aurélien Mace
- Foundation for Innovative New Diagnostics, Campus Biotech, Geneva, Switzerland
| | - Marva Seifert
- Department of Medicine, University of California, San Diego, San Diego, California, United States of America
| | - Jonathan Hetzel
- Illumina Inc., San Diego, California, United States of America
| | - Haifa Mshaiel
- Department of Medicine, University of California, San Diego, San Diego, California, United States of America
| | - Anita Suresh
- Foundation for Innovative New Diagnostics, Campus Biotech, Geneva, Switzerland
| | - Darrin Lemmer
- Translational Genomics Research Institute, Flagstaff, Arizona, United States of America
| | - David M. Engelthaler
- Translational Genomics Research Institute, Flagstaff, Arizona, United States of America
| | - Donald G. Catanzaro
- Department of Biological Sciences, University of Arkansas, Fayetteville, Arkansas, United States of America
| | - Amanda G. Young
- Illumina Inc., San Diego, California, United States of America
| | | | - Timothy C. Rodwell
- Foundation for Innovative New Diagnostics, Campus Biotech, Geneva, Switzerland
- Department of Medicine, University of California, San Diego, San Diego, California, United States of America
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23
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Sutton MA, Burton AS, Zaikova E, Sutton RE, Brinckerhoff WB, Bevilacqua JG, Weng MM, Mumma MJ, Johnson SS. Radiation Tolerance of Nanopore Sequencing Technology for Life Detection on Mars and Europa. Sci Rep 2019; 9:5370. [PMID: 30926841 PMCID: PMC6441015 DOI: 10.1038/s41598-019-41488-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 02/28/2019] [Indexed: 12/02/2022] Open
Abstract
The search for life beyond Earth is a key motivator in space exploration. Informational polymers, like DNA and RNA, are key biosignatures for life as we know it. The MinION is a miniature DNA sequencer based on versatile nanopore technology that could be implemented on future planetary missions. A critical unanswered question is whether the MinION and its protein-based nanopores can withstand increased radiation exposure outside Earth's shielding magnetic field. We evaluated the effects of ionizing radiation on the MinION platform - including flow cells, reagents, and hardware - and discovered limited performance loss when exposed to ionizing doses comparable to a mission to Mars. Targets with harsher radiation environments, like Europa, would require improved radiation resistance via additional shielding or design refinements.
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Affiliation(s)
- Mark A Sutton
- Solar System Exploration Division and Goddard Center for Astrobiology, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
- Wichita State University, Wichita, KS, 67260, USA
| | - Aaron S Burton
- Astromaterials Research and Exploration Science Division, NASA Johnson Space Center, Houston, TX, 77058, USA
| | - Elena Zaikova
- Department of Biology, Georgetown University, Washington, DC, 20057, USA
| | | | - William B Brinckerhoff
- Solar System Exploration Division and Goddard Center for Astrobiology, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - Julie G Bevilacqua
- Department of Biology, Georgetown University, Washington, DC, 20057, USA
| | - Margaret M Weng
- Department of Earth and Planetary Science, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Michael J Mumma
- Solar System Exploration Division and Goddard Center for Astrobiology, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - Sarah Stewart Johnson
- Department of Biology, Georgetown University, Washington, DC, 20057, USA.
- Science, Technology, and International Affairs Program, Georgetown University, Washington, DC, 20057, USA.
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Che Y, Xia Y, Liu L, Li AD, Yang Y, Zhang T. Mobile antibiotic resistome in wastewater treatment plants revealed by Nanopore metagenomic sequencing. Microbiome 2019; 7:44. [PMID: 30898140 PMCID: PMC6429696 DOI: 10.1186/s40168-019-0663-0] [Citation(s) in RCA: 175] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 03/11/2019] [Indexed: 05/21/2023]
Abstract
BACKGROUND Wastewater treatment plants (WWTPs) are recognized as hotspots for horizontal gene transfer (HGT) of antibiotic resistance genes (ARGs). Despite our understanding of the composition and distribution of ARGs in WWTPs, the genetic location, host, and fate of ARGs remain largely unknown. RESULTS In this study, we combined Oxford Nanopore and Illumina metagenomics sequencing to comprehensively uncover the resistome context of influent, activated sludge, and effluent of three WWTPs and simultaneously track the hosts of the ARGs. The results showed that most of the ARGs detected in all compartments of the WWTPs were carried by plasmids. Transposons and integrons also showed higher prevalence on plasmids than on the ARG-carrying chromosome. Notably, integrative and conjugative elements (ICEs) carrying five types of ARGs were detected, and they may play an important role in facilitating the transfer of ARGs, particularly for tetracycline and macrolide-lincosamide-streptogramin (MLS). A broad spectrum of ARGs carried by plasmids (29 subtypes) and ICEs (4 subtypes) was persistent across the WWTPs. Host tracking showed a variety of antibiotic-resistant bacteria in the effluent, suggesting the high potential for their dissemination into receiving environments. Importantly, phenotype-genotype analysis confirmed the significant role of conjugative plasmids in facilitating the survival and persistence of multidrug-resistant bacteria in the WWTPs. At last, the consistency in the quantitative results for major ARGs types revealed by Nanopore and Illumina sequencing platforms demonstrated the feasibility of Nanopore sequencing for resistome quantification. CONCLUSION Overall, these findings substantially expand our current knowledge of resistome in WWTPs, and help establish a baseline analysis framework to study ARGs in the environment.
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Affiliation(s)
- You Che
- Environmental Biotechnology Laboratory, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Yu Xia
- Environmental Biotechnology Laboratory, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Lei Liu
- Environmental Biotechnology Laboratory, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - An-Dong Li
- Environmental Biotechnology Laboratory, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Yu Yang
- Environmental Biotechnology Laboratory, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Tong Zhang
- Environmental Biotechnology Laboratory, The University of Hong Kong, Pok Fu Lam, Hong Kong.
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Johri S, Solanki J, Cantu VA, Fellows SR, Edwards RA, Moreno I, Vyas A, Dinsdale EA. 'Genome skimming' with the MinION hand-held sequencer identifies CITES-listed shark species in India's exports market. Sci Rep 2019; 9:4476. [PMID: 30872700 PMCID: PMC6418218 DOI: 10.1038/s41598-019-40940-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 02/22/2019] [Indexed: 12/31/2022] Open
Abstract
Chondrichthyes - sharks, rays, skates, and chimeras, are among the most threatened and data deficient vertebrate species. Global demand for shark and ray derived products, drives unregulated and exploitative fishing practices, which are in turn facilitated by the lack of ecological data required for effective conservation of these species. Here, we describe a Next Generation Sequencing method (using the MinION, a hand-held portable sequencing device from Oxford Nanopore Technologies), and analyses pipeline for molecular ecological studies in Chondrichthyes. Using this method, the complete mitochondrial genome and nuclear intergenic and protein-coding sequences were obtained by direct sequencing of genomic DNA obtained from shark fin tissue. Recovered loci include mitochondrial barcode sequences- Cytochrome oxidase I, NADH2, 16S rRNA and 12S rRNA- and nuclear genetic loci such as 5.8S rRNA, Internal Transcribed Spacer 2, and 28S rRNA regions, which are commonly used for taxonomic identification. Other loci recovered were the nuclear protein-coding genes for antithrombin or SerpinC, Immunoglobulin lambda light chain, Preprogehrelin, selenium binding protein 1(SBP1), Interleukin-1 beta (IL-1β) and Recombination-Activating Gene 1 (RAG1). The median coverage across all genetic loci was 20x and sequence accuracy was ≥99.8% compared to reference sequences. Analyses of the nuclear ITS2 region and the mitochondrial protein-encoding loci allowed accurate taxonomic identification of the shark specimen as Carcharhinus falciformis, a CITES Appendix II species. MinION sequencing provided 1,152,211 bp of new shark genome, increasing the number of sequenced shark genomes to five. Phylogenetic analyses using both mitochondrial and nuclear loci provided evidence that Prionace glauca is nested within Carcharhinus, suggesting the need for taxonomic reassignment of P. glauca. We increased genomic information about a shark species for ecological and population genetic studies, enabled accurate identification of the shark tissue for biodiversity indexing and resolved phylogenetic relationships among multiple taxa. The method was independent of amplification bias, and adaptable for field assessments of other Chondrichthyes and wildlife species in the future.
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Affiliation(s)
- Shaili Johri
- Department of Biology, 5500 Campanile Dr., San Diego State University, San Diego, CA, 92128, USA
| | - Jitesh Solanki
- College of Fisheries Science, Rajendra Bhuvan Road, Junagadh Agricultural University, Veraval, Gujarat, 362266, India
| | - Vito Adrian Cantu
- Computational Sciences Research Center, 5500 Campanile Drive, San Diego State University, San Diego, CA, 92128, USA
| | - Sam R Fellows
- Department of Biology, 5500 Campanile Dr., San Diego State University, San Diego, CA, 92128, USA
| | - Robert A Edwards
- Computational Sciences Research Center, 5500 Campanile Drive, San Diego State University, San Diego, CA, 92128, USA
| | - Isabel Moreno
- Department of Biology, 5500 Campanile Dr., San Diego State University, San Diego, CA, 92128, USA
| | - Asit Vyas
- College of Fisheries Science, Rajendra Bhuvan Road, Junagadh Agricultural University, Veraval, Gujarat, 362266, India
| | - Elizabeth A Dinsdale
- Department of Biology, 5500 Campanile Dr., San Diego State University, San Diego, CA, 92128, USA.
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Khorsand B, Khammari A, Shirvanizadeh N, Zahiri J, Arab SS. OligoCOOL: A mobile application for nucleotide sequence analysis. Biochem Mol Biol Educ 2019; 47:201-206. [PMID: 30681253 DOI: 10.1002/bmb.21213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 11/25/2018] [Accepted: 01/06/2019] [Indexed: 06/09/2023]
Abstract
Today smartphones are inseparable parts of modern life and are capable of performing many desktop computers' tasks such as scientific analysis with greater convenience. Here, we present OligoCOOL, which is an Android application for analyzing nucleic sequences. This application enables users to perform several common biomedical analyses for a given nucleotide sequence. OligoCOOL is a freely accessible Android app at http://bioinf.modares.ac.ir/software/OligoCOOL, which can be a suitable tool for the experimental design in the laboratories. This application also can be used to learn the basics of nucleotide sequence analysis. © 2019 International Union of Biochemistry and Molecular Biology, 47(2): 201-206, 2019.
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Affiliation(s)
- Babak Khorsand
- Computer Engineering Department, Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Anahita Khammari
- Department of Biophysics, School of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Niloofar Shirvanizadeh
- Department of Biophysics, School of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Javad Zahiri
- Bioinformatics and Computational Omics Lab (BioCOOL), Department of Biophysics, School of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Seyed Shahriar Arab
- Department of Biophysics, School of Biological Sciences, Tarbiat Modares University, Tehran, Iran
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Abstract
We have recently shown that nanopore zero-mode waveguides are effective tools for capturing picogram levels of long DNA fragments for single-molecule DNA sequencing. Despite these key advantages, the manufacturing of large arrays is not practical due to the need for serial nanopore fabrication. To overcome this challenge, we have developed an approach for the wafer-scale fabrication of waveguide arrays on low-cost porous membranes, which are deposited using molecular-layer deposition. The membrane at each waveguide base contains a network of serpentine pores that allows for efficient electrophoretic DNA capture at picogram levels while eliminating the need for prohibitive serial pore milling. Here, we show that the loading efficiency of these porous waveguides is up to 2 orders of magnitude greater than their nanopore predecessors. This new device facilitates the scaling-up of the process, greatly reducing the cost and effort of manufacturing. Furthermore, the porous zero-mode waveguides can be used for applications that benefit from low-input single-molecule real-time sequencing.
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Affiliation(s)
- Vivek Jadhav
- Department of Physics, Northeastern University, Boston, Massachusetts 02115, United States
| | - David P. Hoogerheide
- Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, Maryland 20899, United States
| | - Jonas Korlach
- Pacific Biosciences, Menlo Park, California 94025, United States
| | - Meni Wanunu
- Department of Physics, Northeastern University, Boston, Massachusetts 02115, United States
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
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28
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Abstract
Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas9-based technology enables efficient and precise perturbations of target genomic sites. Combining the endonuclease Cas9 and a pooled guide RNA library allows for systematic screenings of genes associated with a growth disadvantage or lethal phenotype under various conditions in organisms and tissues. Here, we describe a complete protocol for scalable CRISPR/Cas9-based dropout screening for essential genes from focused genomic regions to whole genomes.
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Affiliation(s)
- Kai Wu
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Sami N Malek
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
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Abstract
DNA methylation is a process by which methyl groups are added to cytosine or adenine. DNA methylation can change the activity of the DNA molecule without changing the sequence. Methylation of 5-methylcytosine (5mC) is widespread in both eukaryotes and prokaryotes, and it is a very important epigenetic modification event, which can regulate gene activity and influence a number of key processes such as genomic imprinting, cell differentiation, transcriptional regulation, and chromatin remodeling. Profiling DNA methylation across the genome is critical to understanding the influence of methylation in normal biology and diseases including cancer. Recent discoveries of 5-methylcytosine (5mC) oxidation derivatives including 5-hydroxymethylcytosine (5hmC), 5-formylcytsine (5fC), and 5-carboxycytosine (5caC) in mammalian genome further expand our understanding of the methylation regulation. Genome-wide analyses such as microarrays and next-generation sequencing technologies have been used to assess large fractions of the methylome. A number of different quantitative approaches have also been established to map the DNA epigenomes with single-base resolution, as represented by the bisulfite-based methods, such as classical bisulfite sequencing, pyrosequencing etc. These methods have been used to generate base-resolution maps of 5mC and its oxidation derivatives in genomic samples. The focus of this chapter is to provide the methodologies that have been developed to detect the cytosine derivatives in the genomic DNA.
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Affiliation(s)
- Lingfang Feng
- Institute of Occupational Diseases, Zhejiang Academy of Medical Sciences, Hangzhou, P. R. China
| | - Jianlin Lou
- Institute of Occupational Diseases, Zhejiang Academy of Medical Sciences, Hangzhou, P. R. China.
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Vermassen T, Callewaert N, Rottey S, Delanghe JR. Prostate Protein N-Glycosylation Profiling by Means of DNA Sequencer-Assisted Fluorophore-Assisted Carbohydrate Electrophoresis. Methods Mol Biol 2019; 1972:235-250. [PMID: 30847796 DOI: 10.1007/978-1-4939-9213-3_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
DNA sequencer-assisted fluorophore-assisted carbohydrate electrophoresis allows for accurate profiling of the asparagine-linked (N-) glycosylation patterns, a posttranslational modification present on many soluble and membrane proteins. This technique has been extensively tested to identify N-glycosylation patterns associated with serum proteins. Here we describe the use of DNA sequencer-assisted fluorophore-assisted carbohydrate electrophoresis to identify the N-glycosylation patterns of prostate proteins in urine.
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Affiliation(s)
- Tijl Vermassen
- Department of Medical Oncology, Ghent University Hospital, Ghent, Belgium
- Drug Research Unit Ghent, Ghent University Hospital, Ghent, Belgium
| | | | - Sylvie Rottey
- Department of Medical Oncology, Ghent University Hospital, Ghent, Belgium
- Drug Research Unit Ghent, Ghent University Hospital, Ghent, Belgium
| | - Joris R Delanghe
- Department of Clinical Chemistry, Microbiology and Immunology, Ghent University, Ghent, Belgium.
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31
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Pontefract A, Hachey J, Zuber MT, Ruvkun G, Carr CE. Sequencing nothing: Exploring failure modes of nanopore sensing and implications for life detection. Life Sci Space Res (Amst) 2018; 18:80-86. [PMID: 30100151 DOI: 10.1016/j.lssr.2018.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 05/11/2018] [Accepted: 05/16/2018] [Indexed: 06/08/2023]
Abstract
The detection of extant life is a major focus of many planned future planetary missions, a current challenge of which is the ability to target biomarkers capable of providing unambiguous evidence of life. DNA sequencing is increasingly recognized as a powerful tool for life detection for planetary exploration missions; beyond use of sequence information to determine the origins of the sample (e.g., extant life or forward contamination), recent advances in the field have enabled interrogation of single molecules, with or without amplification. The focus of this work is on failure modes, specifically the issues encountered when there is no-to-low input DNA into a sequencing device, and the potential for the generation of sequencing artifacts that could be interpreted as a false positive. Using Oxford Nanopore Technologies (ONT) MinION, we assess whether single molecule sequencing, involving no amplification, generates noise signals that could be misinterpreted in the context of a planetary exploration mission, and also whether the ability of the instrument to handle these types of situations could make it feasible for clean room monitoring. Utilizing quality score filtering techniques in place at the time of this experiment, runs containing only initial flowcell chemistry and/or library reagents generated 5 passing reads out of a total of 3568 measured reads, and contained estimated sequences with low complexity that did not map to the NCBI database. The noise characteristics in all instances suggest that quality thresholds were appropriately chosen by ONT: new chemistry and basecalling workflows have shown further suppression of noise sources, which completely mitigate the generation of spurious reads.
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Affiliation(s)
- Alexandra Pontefract
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, United States; Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, United States.
| | - Julie Hachey
- ReadCoor, 840 Memorial Dr., Cambridge MA 02139, United States
| | - Maria T Zuber
- Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
| | - Gary Ruvkun
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, United States
| | - Christopher E Carr
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, United States; Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
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32
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Maxwell CS, Jacobsen T, Marshall R, Noireaux V, Beisel CL. A detailed cell-free transcription-translation-based assay to decipher CRISPR protospacer-adjacent motifs. Methods 2018; 143:48-57. [PMID: 29486239 PMCID: PMC6051895 DOI: 10.1016/j.ymeth.2018.02.016] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 02/14/2018] [Accepted: 02/15/2018] [Indexed: 12/21/2022] Open
Abstract
The RNA-guided nucleases derived from the CRISPR-Cas systems in bacteria and archaea have found numerous applications in biotechnology, including genome editing, imaging, and gene regulation. However, the discovery of novel Cas nucleases has outpaced their characterization and subsequent exploitation. A key step in characterizing Cas nucleases is determining which protospacer-adjacent motif (PAM) sequences they recognize. Here, we report advances to an in vitro method based on an E. coli cell-free transcription-translation system (TXTL) to rapidly elucidate PAMs recognized by Cas nucleases. The method obviates the need for cloning Cas nucleases or gRNAs, does not require the purification of protein or RNA, and can be performed in less than a day. To advance our previously published method, we incorporated an internal GFP cleavage control to assess the extent of library cleavage as well as Sanger sequencing of the cleaved library to assess PAM depletion prior to next-generation sequencing. We also detail the methods needed to construct all relevant DNA constructs, and how to troubleshoot the assay. We finally demonstrate the technique by determining PAM sequences recognized by the Neisseria meningitidis Cas9, revealing subtle sequence requirements of this highly specific PAM. The overall method offers a rapid means to identify PAMs recognized by diverse CRISPR nucleases, with the potential to greatly accelerate our ability to characterize and harness novel CRISPR nucleases across their many uses.
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Affiliation(s)
- Colin S Maxwell
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Thomas Jacobsen
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Ryan Marshall
- School of Physics and Astronomy, University of Minnesota, Minneapolis, MN 55455, United States
| | - Vincent Noireaux
- School of Physics and Astronomy, University of Minnesota, Minneapolis, MN 55455, United States
| | - Chase L Beisel
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States; Helmholtz Institute for RNA-based Infection Research (HIRI), Josef-Schneider-Str. 2/D15, D-97080 Würzburg, Germany.
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33
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Marie R, Pødenphant M, Koprowska K, Bærlocher L, Vulders RCM, Wilding J, Ashley N, McGowan SJ, van Strijp D, van Hemert F, Olesen T, Agersnap N, Bilenberg B, Sabatel C, Schira J, Kristensen A, Bodmer W, van der Zaag PJ, Mir KU. Sequencing of human genomes extracted from single cancer cells isolated in a valveless microfluidic device. Lab Chip 2018; 18:1891-1902. [PMID: 29873383 DOI: 10.1039/c8lc00169c] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Sequencing the genomes of individual cells enables the direct determination of genetic heterogeneity amongst cells within a population. We have developed an injection-moulded valveless microfluidic device in which single cells from colorectal cancer derived cell lines (LS174T, LS180 and RKO) and fresh colorectal tumors have been individually trapped, their genomes extracted and prepared for sequencing using multiple displacement amplification (MDA). Ninety nine percent of the DNA sequences obtained mapped to a reference human genome, indicating that there was effectively no contamination of these samples from non-human sources. In addition, most of the reads are correctly paired, with a low percentage of singletons (0.17 ± 0.06%) and we obtain genome coverages approaching 90%. To achieve this high quality, our device design and process shows that amplification can be conducted in microliter volumes as long as the lysis is in sub-nanoliter volumes. Our data thus demonstrates that high quality whole genome sequencing of single cells can be achieved using a relatively simple, inexpensive and scalable device. Detection of genetic heterogeneity at the single cell level, as we have demonstrated for freshly obtained single cancer cells, could soon become available as a clinical tool to precisely match treatment with the properties of a patient's own tumor.
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Affiliation(s)
- Rodolphe Marie
- Department for Micro and Nanotechnology, Technical University of Denmark, Ørsteds Plads Building 345C, 2800 Kgs. Lyngby, Denmark.
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Food and Drug Administration, HHS. Medical Devices; Immunology and Microbiology Devices; Classification of the Next Generation Sequencing Based Tumor Profiling Test. Final order. Fed Regist 2018; 83:28994-6. [PMID: 30019884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The Food and Drug Administration (FDA or we) is classifying the next generation sequencing based tumor profiling test into class II (special controls). The special controls that apply to the device type are identified in this order and will be part of the codified language for the next generation sequencing based tumor profiling test's classification. We are taking this action because we have determined that classifying the device into class II (special controls) will provide a reasonable assurance of safety and effectiveness of the device. We believe this action will also enhance patients’ access to beneficial innovative devices, in part by reducing regulatory burdens.
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Heerema S, Vicarelli L, Pud S, Schouten RN, Zandbergen HW, Dekker C. Probing DNA Translocations with Inplane Current Signals in a Graphene Nanoribbon with a Nanopore. ACS Nano 2018; 12:2623-2633. [PMID: 29474060 PMCID: PMC5876620 DOI: 10.1021/acsnano.7b08635] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 02/23/2018] [Indexed: 05/24/2023]
Abstract
Many theoretical studies predict that DNA sequencing should be feasible by monitoring the transverse current through a graphene nanoribbon while a DNA molecule translocates through a nanopore in that ribbon. Such a readout would benefit from the special transport properties of graphene, provide ultimate spatial resolution because of the single-atom layer thickness of graphene, and facilitate high-bandwidth measurements. Previous experimental attempts to measure such transverse inplane signals were however dominated by a trivial capacitive response. Here, we explore the feasibility of the approach using a custom-made differential current amplifier that discriminates between the capacitive current signal and the resistive response in the graphene. We fabricate well-defined short and narrow (30 nm × 30 nm) nanoribbons with a 5 nm nanopore in graphene with a high-temperature scanning transmission electron microscope to retain the crystallinity and sensitivity of the graphene. We show that, indeed, resistive modulations can be observed in the graphene current due to DNA translocation through the nanopore, thus demonstrating that DNA sensing with inplane currents in graphene nanostructures is possible. The approach is however exceedingly challenging due to low yields in device fabrication connected to the complex multistep device layout.
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Zhang X, Zeng F, Li Y, Qiao Y. Improvement in focusing accuracy of DNA sequencing microscope with multi-position laser differential confocal autofocus method. Opt Express 2018; 26:887-896. [PMID: 29401968 DOI: 10.1364/oe.26.000887] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 12/17/2017] [Indexed: 06/07/2023]
Abstract
High focusing accuracy in microscopes could improve the imaging quality to reduce the error rate in DNA sequencing. We propose a new feedback method to improve the focusing condition to a very high accuracy. A reference laser reflected by the sample is detected by two or more sensors around the confocal point. After acquiring the signals from the out-of-focus positions, online data processing is implemented to provide feedbacks for real-time focus-plane locking on the sample surface. This method provides an accuracy better than 1/10 of the objective depth-of-focus. To balance optical aberrations, a specific optical feedback system should be designed, with athermal design considerations to adapt DNA sequencing work to temperature fluctuations.
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Xie H, Xue YQ, Liu P, Zhang PJ, Tian ST, Yang Z, Guo Z, Wang HM. Multi-parameter gene expression profiling of peripheral blood for early detection of hepatocellular carcinoma. World J Gastroenterol 2018; 24:371-378. [PMID: 29391759 PMCID: PMC5776398 DOI: 10.3748/wjg.v24.i3.371] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Revised: 10/16/2017] [Accepted: 11/21/2017] [Indexed: 02/06/2023] Open
Abstract
AIM In our previous study, we have built a nine-gene (GPC3, HGF, ANXA1, FOS, SPAG9, HSPA1B, CXCR4, PFN1, and CALR) expression detection system based on the GeXP system. Based on peripheral blood and GeXP, we aimed to analyze the results of genes expression by different multi-parameter analysis methods and build a diagnostic model to classify hepatocellular carcinoma (HCC) patients and healthy people.
METHODS Logistic regression analysis, discriminant analysis, classification tree analysis, and artificial neural network were used for the multi-parameter gene expression analysis method. One hundred and three patients with early HCC and 54 age-matched healthy normal controls were used to build a diagnostic model. Fifty-two patients with early HCC and 34 healthy people were used for validation. The area under the curve, sensitivity, and specificity were used as diagnostic indicators.
RESULTS Artificial neural network of the total nine genes had the best diagnostic value, and the AUC, sensitivity, and specificity were 0.943, 98%, and 85%, respectively. At last, 52 HCC patients and 34 healthy normal controls were used for validation. The sensitivity and specificity were 96% and 86%, respectively.
CONCLUSION Multi-parameter analysis methods may increase the diagnostic value compared to single factor analysis and they may be a trend of the clinical diagnosis in the future.
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Affiliation(s)
- Hui Xie
- Department of Interventional Therapy, 302 Hospital of People’s Liberation Army, Beijing 100039, China
| | - Yao-Qin Xue
- Department of Interventional Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300070, China
- Department of Interventional Therapy, Shanxi Province Cancer Hospital, Shanxi Medical University, Taiyuan 030000, Shanxi Province, China
| | - Peng Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Interventional Therapy Department, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Peng-Jun Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Interventional Therapy Department, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Sheng-Tao Tian
- Department of Interventional Therapy, 302 Hospital of People’s Liberation Army, Beijing 100039, China
| | - Zhao Yang
- Department of Interventional Therapy, 302 Hospital of People’s Liberation Army, Beijing 100039, China
| | - Zhi Guo
- Department of Interventional Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300070, China
| | - Hua-Ming Wang
- Department of Interventional Therapy, 302 Hospital of People’s Liberation Army, Beijing 100039, China
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38
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Abstract
The aberrant DNA methylation has been noted to occur at promoter of tumor suppressor, cell adhesion, DNA repair, and other growth regulating genes during the progression of nonneoplastic esophageal mucosa to Barrett esophagus to esophageal adenocarcinoma. Methylation-mediated silencing of individual gene or concurrent loss of a number of genes plays crucial roles in dysplasia-metaplasia-neoplasia sequence of esophageal adenocarcinoma. In addition, promoter methylation of genes had shown significant prognostic potential in patients with esophageal adenocarcinoma. Thus, determination of methylation status of genes of interest can be used as a molecular marker for risk stratification and/or better prognosis of patients with esophageal adenocarcinoma. There are a number of methods including bead array, PCR and sequencing, pyrosequencing, methylation-specific PCR, and PCR with high-resolution melt curve available to determine the methylation status of particular gene of interest. Herein, we describe the polymerase chain reaction followed by sequencing-based protocol for identifying DNA methylation status in esophageal adenocarcinoma.
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Affiliation(s)
- Farhadul Islam
- Cancer Molecular Pathology of School of Medicine, Griffith University, Gold Coast, Australia
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, Bangladesh
| | - Johnny C Tang
- Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR
| | - Vinod Gopalan
- Cancer Molecular Pathology of School of Medicine, Griffith University, Gold Coast, Australia
| | - Alfred K Lam
- Cancer Molecular Pathology of School of Medicine, Griffith University, Gold Coast, Australia.
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39
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Abstract
Reduced representation bisulfite sequencing (RRBS) is a technique for assessing genome-wide DNA methylation in an organism whose genome has been fully sequenced. It allows researchers to target gene regions with particular CpG densities, thereby selecting the desired genomic contexts. Here, we describe an approach that uses magnetic beads to accomplish this selection. In addition, the use of indexed, methylated adapters enables up to 12 samples to be pooled, and subjected to multiplexed RRBS in a single-sequencing lane. First, genomic DNA is fragmented via restriction endonuclease digestion that ensures at least two CpG loci per fragment. The fragmented DNA is then end-repaired and A-tailed. Indexed, methylated adapters are ligated to the A-tailed DNA fragments to create a DNA library. A combination of negative and positive selections, using magnetic beads that preferentially bind to larger DNA fragments, ensures that only the desired sizes of adapter-ligated DNA fragments are included in a library. This allows researchers to dictate what types of genomic regions will be sequenced, since fragment size depends on the proximity of restriction sites. The DNA libraries are then quantified, and up to 12 libraries are pooled in order to be sequenced on a single lane of an Illumina HiSeq2500. The pools are next treated with sodium bisulfite, and then PCR amplified. A final bead cleanup removes any residual contaminants prior to sequencing, which is followed by base calling and alignment to a sequenced genome.
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Affiliation(s)
- William P Accomando
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, 02115, USA.
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women's Hospital, 221 Longwood Avenue, Boston, MA, 02115, USA.
| | - Karin B Michels
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, 90095, USA
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40
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Anazawa T, Yamazaki M. An ultra-small, multi-point, and multi-color photo-detection system with high sensitivity and high dynamic range. Lab Chip 2017; 17:4231-4242. [PMID: 29115316 DOI: 10.1039/c7lc01070b] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Although multi-point, multi-color fluorescence-detection systems are widely used in various sciences, they would find wider applications if they are miniaturized. Accordingly, an ultra-small, four-emission-point and four-color fluorescence-detection system was developed. Its size (space between emission points and a detection plane) is 15 × 10 × 12 mm, which is three-orders-of-magnitude smaller than that of a conventional system. Fluorescence from four emission points with an interval of 1 mm on the same plane was respectively collimated by four lenses and split into four color fluxes by four dichroic mirrors. Then, a total of sixteen parallel color fluxes were directly input into an image sensor and simultaneously detected. The emission-point plane and the detection plane (the image-sensor surface) were parallel and separated by a distance of only 12 mm. The developed system was applied to four-capillary array electrophoresis and successfully achieved Sanger DNA sequencing. Moreover, compared with a conventional system, the developed system had equivalent high fluorescence-detection sensitivity (lower detection limit of 17 pM dROX) and 1.6-orders-of-magnitude higher dynamic range (4.3 orders of magnitude).
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41
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Abstract
Oxford Nanopore Technologies' MinION sequencer was launched in pre-release form in 2014 and represents an exciting new sequencing paradigm. The device offers multi-kilobase reads and a streamed mode of operation that allows processing of reads as they are generated. Crucially, it is an extremely compact device that is powered from the USB port of a laptop computer, enabling it to be taken out of the lab and facilitating previously impossible in-field sequencing experiments to be undertaken. Many of the initial publications concerning the platform focused on provision of tools to access and analyse the new sequence formats and then demonstrating the assembly of microbial genomes. More recently, as throughput and accuracy have increased, it has been possible to begin work involving more complex genomes and metagenomes. With the release of the high-throughput GridION X5 and PromethION platforms, the sequencing of large genomes will become more cost efficient, and enable the leveraging of extremely long (>100 kb) reads for resolution of complex genomic structures. This review provides a brief overview of nanopore sequencing technology, describes the growing range of nanopore bioinformatics tools, and highlights some of the most influential publications that have emerged over the last 2 years. Finally, we look to the future and the potential the platform has to disrupt work in human, microbiome, and plant genomics.
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Affiliation(s)
| | - Matthew D Clark
- Earlham Institute, Norwich Research Park, Norwich NR4 7UZ, UK
- University of East Anglia, Norwich NR4 7TJ, UK
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King DA, Sifrim A, Fitzgerald TW, Rahbari R, Hobson E, Homfray T, Mansour S, Mehta SG, Shehla M, Tomkins SE, Vasudevan PC, Hurles ME. Detection of structural mosaicism from targeted and whole-genome sequencing data. Genome Res 2017; 27:1704-1714. [PMID: 28855261 PMCID: PMC5630034 DOI: 10.1101/gr.212373.116] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 07/18/2017] [Indexed: 01/11/2023]
Abstract
Structural mosaic abnormalities are large post-zygotic mutations present in a subset of cells and have been implicated in developmental disorders and cancer. Such mutations have been conventionally assessed in clinical diagnostics using cytogenetic or microarray testing. Modern disease studies rely heavily on exome sequencing, yet an adequate method for the detection of structural mosaicism using targeted sequencing data is lacking. Here, we present a method, called MrMosaic, to detect structural mosaic abnormalities using deviations in allele fraction and read coverage from next-generation sequencing data. Whole-exome sequencing (WES) and whole-genome sequencing (WGS) simulations were used to calculate detection performance across a range of mosaic event sizes, types, clonalities, and sequencing depths. The tool was applied to 4911 patients with undiagnosed developmental disorders, and 11 events among nine patients were detected. For eight of these 11 events, mosaicism was observed in saliva but not blood, suggesting that assaying blood alone would miss a large fraction, possibly >50%, of mosaic diagnostic chromosomal rearrangements.
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Affiliation(s)
- Daniel A King
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Alejandro Sifrim
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Tomas W Fitzgerald
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Raheleh Rahbari
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Emma Hobson
- Department of Clinical Genetics, Chapel Allerton Hospital, Leeds LS7 4SA, United Kingdom
| | - Tessa Homfray
- Southwest Thames Regional Genetics Centre, St George's Healthcare NHS Trust, London SW17 0RE, United Kingdom
| | - Sahar Mansour
- Southwest Thames Regional Genetics Centre, St George's Healthcare NHS Trust, London SW17 0RE, United Kingdom
| | - Sarju G Mehta
- East Anglian Regional Genetics Service, Addenbrookes Hospital, Cambridge CB2 0QQ, United Kingdom
| | - Mohammed Shehla
- South East Thames Regional Genetics Centre, Guy's Hospital, London SE1 9RT, United Kingdom
| | - Susan E Tomkins
- Department of Clinical Genetics, St Michael's Hospital, Bristol BS2 8EG, United Kingdom
| | | | - Matthew E Hurles
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
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Curnin C, Gordon A, Erlich Y. DNA Compass: a secure, client-side site for navigating personal genetic information. Bioinformatics 2017; 33:2191-2193. [PMID: 28334237 PMCID: PMC5870659 DOI: 10.1093/bioinformatics/btx135] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 02/19/2017] [Accepted: 03/08/2017] [Indexed: 11/21/2022] Open
Abstract
MOTIVATION Millions of individuals have access to raw genomic data using direct-to-consumer companies. The advent of large-scale sequencing projects, such as the Precision Medicine Initiative, will further increase the number of individuals with access to their own genomic information. However, querying genomic data requires a computer terminal and computational skill to analyze the data-an impediment for the general public. RESULTS DNA Compass is a website designed to empower the public by enabling simple navigation of personal genomic data. Users can query the status of their genomic variants for over 1658 markers or tens of millions of documented single nucleotide polymorphisms (SNPs). DNA Compass presents the relevant genotypes of the user side-by-side with explanatory scientific resources. The genotype data never leaves the user's computer, a feature that provides improved security and performance. More than 12 000 unique users, mainly from the general genetic genealogy community, have already used DNA Compass, demonstrating its utility. AVAILABILITY AND IMPLEMENTATION DNA Compass is freely available on https://compass.dna.land . CONTACT yaniv@cs.columbia.edu.
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Affiliation(s)
| | | | - Yaniv Erlich
- New York Genome Center, New York, NY, USA
- Department of Computer Science, Fu Foundation School of Engineering, Columbia University, New York, NY, USA
- Center for Computational Biology and Bioinformatics, Columbia University, New York, NY, USA
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de Muinck EJ, Trosvik P, Gilfillan GD, Hov JR, Sundaram AYM. A novel ultra high-throughput 16S rRNA gene amplicon sequencing library preparation method for the Illumina HiSeq platform. Microbiome 2017; 5:68. [PMID: 28683838 PMCID: PMC5501495 DOI: 10.1186/s40168-017-0279-1] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 06/01/2017] [Indexed: 05/04/2023]
Abstract
BACKGROUND Advances in sequencing technologies and bioinformatics have made the analysis of microbial communities almost routine. Nonetheless, the need remains to improve on the techniques used for gathering such data, including increasing throughput while lowering cost and benchmarking the techniques so that potential sources of bias can be better characterized. METHODS We present a triple-index amplicon sequencing strategy to sequence large numbers of samples at significantly lower c ost and in a shorter timeframe compared to existing methods. The design employs a two-stage PCR protocol, incorpo rating three barcodes to each sample, with the possibility to add a fourth-index. It also includes heterogeneity spacers to overcome low complexity issues faced when sequencing amplicons on Illumina platforms. RESULTS The library preparation method was extensively benchmarked through analysis of a mock community in order to assess biases introduced by sample indexing, number of PCR cycles, and template concentration. We further evaluated the method through re-sequencing of a standardized environmental sample. Finally, we evaluated our protocol on a set of fecal samples from a small cohort of healthy adults, demonstrating good performance in a realistic experimental setting. Between-sample variation was mainly related to batch effects, such as DNA extraction, while sample indexing was also a significant source of bias. PCR cycle number strongly influenced chimera formation and affected relative abundance estimates of species with high GC content. Libraries were sequenced using the Illumina HiSeq and MiSeq platforms to demonstrate that this protocol is highly scalable to sequence thousands of samples at a very low cost. CONCLUSIONS Here, we provide the most comprehensive study of performance and bias inherent to a 16S rRNA gene amplicon sequencing method to date. Triple-indexing greatly reduces the number of long custom DNA oligos required for library preparation, while the inclusion of variable length heterogeneity spacers minimizes the need for PhiX spike-in. This design results in a significant cost reduction of highly multiplexed amplicon sequencing. The biases we characterize highlight the need for highly standardized protocols. Reassuringly, we find that the biological signal is a far stronger structuring factor than the various sources of bias.
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Affiliation(s)
- Eric J. de Muinck
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Pål Trosvik
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Gregor D. Gilfillan
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Johannes R. Hov
- Norwegian PSC Research Center and Research Institute of Internal Medicine, Oslo University Hospital Rikshospitalet and University of Oslo, Oslo, Norway
| | - Arvind Y. M. Sundaram
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway
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45
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Anazawa T, Uchiho Y, Yokoi T, Chalkidis G, Yamazaki M. A simple and highly sensitive spectroscopic fluorescence-detection system for multi-channel plastic-microchip electrophoresis based on side-entry laser-beam zigzag irradiation. Lab Chip 2017; 17:2235-2242. [PMID: 28585967 DOI: 10.1039/c7lc00448f] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
A five-color fluorescence-detection system for eight-channel plastic-microchip electrophoresis was developed. In the eight channels (with effective electrophoretic lengths of 10 cm), single-stranded DNA fragments were separated (with single-base resolution up to 300 bases within 10 min), and seventeen-loci STR genotyping for forensic human identification was successfully demonstrated. In the system, a side-entry laser beam is passed through the eight channels (eight A channels), with alternately arrayed seven sacrificial channels (seven B channels), by a technique called "side-entry laser-beam zigzag irradiation." Laser-induced fluorescence from the eight A channels and Raman-scattered light from the seven B channels are then simultaneously, uniformly, and spectroscopically detected, in the direction perpendicular to the channel array plane, through a transmission grating and a CCD camera. The system is therefore simple and highly sensitive. Because the microchip is fabricated by plastic-injection molding, it is inexpensive and disposable and thus suitable for actual use in various fields.
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Affiliation(s)
| | | | | | | | - Motohiro Yamazaki
- Hitachi High-Technologies Corporation, Science & Medical Systems Business Group, Japan
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46
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47
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Keho K. Long-read sequencing An alternative to Sanger-based instruments. MLO Med Lab Obs 2017; 49:38. [PMID: 29979011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
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Abstract
The ability to sequence DNA outside of the laboratory setting has enabled novel research questions to be addressed in the field in diverse areas, ranging from environmental microbiology to viral epidemics. Here, we demonstrate the application of offline DNA sequencing of environmental samples using a hand-held nanopore sequencer in a remote field location: the McMurdo Dry Valleys, Antarctica. Sequencing was performed using a MK1B MinION sequencer from Oxford Nanopore Technologies (ONT; Oxford, United Kingdom) that was equipped with software to operate without internet connectivity. One-direction (1D) genomic libraries were prepared using portable field techniques on DNA isolated from desiccated microbial mats. By adequately insulating the sequencer and laptop, it was possible to run the sequencing protocol for up to 2½ h under arduous conditions.
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Affiliation(s)
- Sarah S. Johnson
- Department of Biology, Georgetown University, Washington, DC 20057, USA
- Science, Technology, and International Affairs Program, Georgetown University, Washington, DC 20057, USA
| | - Elena Zaikova
- Department of Biology, Georgetown University, Washington, DC 20057, USA
| | - David S. Goerlitz
- Georgetown University Medical Center, Washington, DC 20057, USA; and
| | - Yu Bai
- Department of Biology, Georgetown University, Washington, DC 20057, USA
| | - Scott W. Tighe
- Advanced Genomics Lab, University of Vermont Cancer Center, Burlington, Vermont 05405, USA
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49
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Food and Drug Administration, HHS. Medical Devices; Clinical Chemistry and Clinical Toxicology Devices; Classification of the High Throughput Genomic Sequence Analyzer for Clinical Use. Final order. Fed Regist 2017; 82:13551-3. [PMID: 28355047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The Food and Drug Administration (FDA) is classifying the high throughput genomic sequence analyzer for clinical use into class II (special controls). The special controls that will apply to the device are identified in this order and will be part of the codified language for the classification of the high throughput genomic sequence analyzer for clinical use device. The Agency is classifying the device into class II (special controls) in order to provide a reasonable assurance of safety and effectiveness of the device.
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50
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Lindberg MR, Schmedes SE, Hewitt FC, Haas JL, Ternus KL, Kadavy DR, Budowle B. A Comparison and Integration of MiSeq and MinION Platforms for Sequencing Single Source and Mixed Mitochondrial Genomes. PLoS One 2016; 11:e0167600. [PMID: 27936026 PMCID: PMC5147911 DOI: 10.1371/journal.pone.0167600] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 11/16/2016] [Indexed: 12/17/2022] Open
Abstract
Single source and multiple donor (mixed) samples of human mitochondrial DNA were analyzed and compared using the MinION and the MiSeq platforms. A generalized variant detection strategy was employed to provide a cursory framework for evaluating the reliability and accuracy of mitochondrial sequences produced by the MinION. The feasibility of long-read phasing was investigated to establish its efficacy in quantitatively distinguishing and deconvolving individuals in a mixture. Finally, a proof-of-concept was demonstrated by integrating both platforms in a hybrid assembly that leverages solely mixture data to accurately reconstruct full mitochondrial genomes.
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Affiliation(s)
| | - Sarah E. Schmedes
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, Fort Worth, Texas, United States of America
| | | | - Jamie L. Haas
- Signature Science, LLC, Austin, Texas, United States of America
| | | | - Dana R. Kadavy
- Signature Science, LLC, Austin, Texas, United States of America
| | - Bruce Budowle
- Institute of Applied Genetics, Department of Molecular and Medical Genetics, University of North Texas Health Science Center, Fort Worth, Texas, United States of America
- Center of Excellence in Genomic Medicine Research (CEGMR), King Abdulaziz University, Jeddah, Saudi Arabia
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